In this demonstration, we will present a simulation-based human-computer interaction of deep RL in action on order dispatching and driver repositioning in ride-sharing. Specifically, we will demonstrate through several specially designed domains how we use deep RL to train agents (drivers) to have longer optimization horizon and to cooperate to achieve higher business objective values collectively.